Esangibwa mu tensorflow-js kye weetaaga ku mitendera egisooka mu ML n’okusuubula.
Kino kitendekebwa dqn nga empeera n’ebibonerezo biweebwa agenti olw’ebikolwa.
https://github.com/tensorflow/tfjs-ebyokulabirako/omuti/mukama/omusota-dqn
https://okutereka.googleapis.com/tfjs-ebyokulabirako/omusota-dqn/index.html
Kizuuka tulina omusota oguyigira ku bumanyirivu bwagwo okutambula. Alina omuwendo ogugere ogw’okutambula (okukyuka oba okweyongerayo) era omulimu gwe kwe kutuuka ku kibala. Mu kusooka, omusota tegumanyi ngeri gye gukola, naye mu kutendekebwa, gufuna obusobozi okunoonya ebibala n’okwewala. Kifaanagana nnyo n’okusuubula, si bwe kiri?
Well, waakiri ku mulimu gwaffe, nga tulina data ekola, era robot yeetaaga okusalawo okugula oba okutunda.
Minus y’omusota kwe kuba nti guwandiikiddwa ku node.js, era twetaaga okusobola okutendekebwa mu browser (omukozesa yenna asobole okukikola). N’olwekyo, ekintu kye kimu kyalina okukolebwa ku kasitoma.
Nasikambula omusota nga bwe guli ku muko gwange nga guliko ekipande ne ngezaako okugutongoza. Tekyali awo!
Omusota gwalwanyisa
packages okusooka, .
olwo ne bakubaganya ebirowoozo. (by the way, era nakola okusaba okusika okumpi n’okutereeza https://github.com/tensorflow/tfjs-examples/pull/353),
awo %%Okugaana okutakwatiddwa (TypeError): Tesobola kuyita kiraasi nga omulimu%%. Ekiddabirizibwa wano https://github.com/tensorflow/tfjs/pull/3906/fayiro, naye okuva… Tewannabaawo kufulumya, kale nnalina okugikyusa n’emikono gyange. Wano, by the way, abantu bangi balina ekizibu https://github.com/tensorflow/tfjs/issues/3384.
Minors zagenda dda mu maaso, nga okukyusa omulimu okuva ku fs ne indexeddb. Omulimu gwe naketta nayo wano, by the way. Well, okutwaliza awamu, cart-pole yasooka kunfuula buli kimu ku client.
https://github.com/tensorflow/tfjs-ebyokulabirako/omuti/omukulu/ekikondo ky’akagaali
https://okutereka.googleapis.com/tfjs-ebyokulabirako/ekikondo-ekigaali/dist/index.html
ku nkomerero, kino kye kyaliwo:
https://github.com/pskucherov/opexflow/okusika/16/fayiro
Well, mu butuufu, ekiddako kijja kuba:
- Fit ku chati
- Okulaba mu birowoozo
- Tendeka roboti ku data emanyiddwa okulaga ekivaamu ekisinga obunene
Wansi waliwo vidiyo demo y’emirimu-okutendekebwa kwa robots ku kasitoma. Lumu nabo bagenda kusuubula Sberbank futures mu kifo kyange.
